knitr::opts_knit$set(root.dir = rprojroot::find_rstudio_root_file())
knitr::opts_chunk$set(echo = F, warning = F, message = F)
| rank | 0 | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 | 19 | 20 | 21 | 22 | 23 | 24 | 25 | 26 | 27 | 28 | 29 | 30 | 31 | 32 | 33 | 34 | 35 | 36 | 37 | 38 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | SLC26A3 | CA1 | TOP2A | OLFM4 | AQP8 | GUCA2A | CENPF | ISG15 | OLFM4 | RPS12 | MT-ATP8 | MUC2 | PERP | HEXIM1 | IGKC | SH2D6 | GUCA2A | SPINK4 | CKB | PERP | TFF1 | RPS27A | CA1 | CEACAM6 | PCCA | SPINK4 | SPINK4 | ITLN1 | HEXIM1 | FN1 | MT-ATP8 | CKB | TFF3 | REP15 | HSPD1 | OLFM4 | NKD1 | TSPAN8 | MUC2 |
| 2 | GUCA2A | PHGR1 | H2AFZ | B3GNT7 | ISG15 | AQP8 | MKI67 | SELENOP | PLA2G2A | RPS27A | MT-ND4L | FCGBP | SLC2A1 | JUN | IGLC3 | LRMP | CEACAM7 | ITLN1 | CA1 | ASCL2 | GSN | PCCA | SELENBP1 | EMP1 | LDHB | ITLN1 | ITLN1 | SPINK4 | JUN | HSPA1B | MT-ND4L | SELENBP1 | ITLN1 | MUC2 | LDHB | LEFTY1 | FN1 | LGALS3 | FCGBP |
| 3 | CEACAM7 | FABP1 | TUBA1B | LEFTY1 | SLC26A3 | SLC26A3 | TOP2A | AQP8 | LEFTY1 | RPLP1 | MT-ND5 | GSN | S100A11 | SOX4 | SLCO4A1-AS1 | ISG15 | TFF3 | SLC26A2 | FN1 | MUC2 | RPS12 | CA2 | TACSTD2 | RPS27A | TFF3 | WFDC2 | ST6GALNAC1 | HSPA1B | SOX4 | SYNE2 | MT1E | REP15 | FCGBP | HSP90AB1 | GPX2 | TGFBI | GOLM1 | REG4 | |
| 4 | SELENOP | CKB | HSPD1 | NXPE4 | GUCA2A | SELENOP | ATAD5 | GUCA2A | PIGR | RPS27 | IGHA1 | TFF1 | TM4SF1 | IER5L | TRPM5 | SLC26A3 | FCGBP | PHGR1 | RPS12 | FCGBP | NPTX2 | CKB | NDUFA4L2 | HSPD1 | REG4 | ST6GALNAC1 | FCGBP | PPP1R15A | IER5L | VMP1 | MT1M | SERPINA1 | ST6GALNAC1 | NPM1 | RPS12 | ASCL2 | PLA2G2A | SYTL2 | |
| 5 | PHGR1 | CA2 | PCCA | PLA2G2A | MT-ND4L | MT-ND5 | BRCA2 | SLC26A3 | B3GNT7 | FTL | TFF3 | ANXA2 | HSPA1B | C11orf53 | SELENOP | MUC2 | SELENBP1 | RPS27A | TFF3 | HSP90AB1 | PIGR | SLC2A1 | NDUFA4L2 | MUC2 | TFF3 | MUC2 | IER2 | KCNQ1OT1 | KRT19 | WFDC2 | IGKC | RPS27A | B3GNT7 | DPEP1 | PIGR | REP15 | |||
| 6 | FABP1 | FXYD3 | LDHB | PIGR | SGK1 | ISG15 | TUBA1B | CEACAM7 | KLF5 | LDHB | SYTL2 | S100A4 | IER2 | LMCD1 | KRT20 | REP15 | FABP1 | PCCA | REG4 | HSPD1 | SLC26A2 | KRT20 | RPS12 | FCGBP | SERPINA1 | REP15 | HES1 | HSPH1 | PCK1 | ST6GALNAC1 | MT-ATP8 | PCCA | RPLP1 | NAP1L1 | ANXA2 | TFF3 | |||
| 7 | CA1 | SELENBP1 | PTTG1 | PCK1 | SELENOP | PHGR1 | TPX2 | TSPAN1 | GOLM1 | TMSB10 | CDC42EP3 | ANXA1 | HES1 | INPP5D | PLAC8 | ST6GALNAC1 | KRT19 | NKD1 | CTSE | ZFAS1 | LGALS4 | TM4SF1 | FABP5 | ST6GALNAC1 | REG4 | REG4 | ZFP36L2 | HSP90AB1 | MT1G | SPINK1 | MT-ND4L | NAP1L1 | SPINK1 | PCCA | LCN2 | GSN | |||
| 8 | PLAC8 | SLC26A2 | HSP90AB1 | MT-ATP8 | MT-ND5 | CEACAM7 | BIRC5 | PLAC8 | NXPE4 | NPM1 | FAM3D | CD9 | HIST1H4C | TSC22D3 | MDK | REG4 | MT-ND5 | HSP90AB1 | TSPAN1 | LDHB | SLC4A4 | S100A10 | IGFBP2 | KLK1 | KLK1 | TFF3 | FOSB | RNF213 | MT2A | SSR4 | ANO7 | RPS12 | RPS27 | PTMS | LGALS4 | MLPH | |||
| 9 | FXYD3 | CDKN2B-AS1 | BIRC5 | NUPR1 | CEACAM7 | HIST1H1C | CCNB1 | DUOX2 | AGR3 | HSP90AB1 | MLPH | PCCA | IGKC | BMX | IFI27 | SERPINA1 | CA2 | RPLP1 | CD177 | PERP | HSD11B2 | GPRC5A | FABP1 | REP15 | AGR2 | SERPINA1 | IER5L | COL27A1 | MT1X | KLK1 | MLPH | H2AFZ | RPS27A | HSP90AB1 | AGR2 | CDC42EP3 | |||
| 10 | CA2 | KRT19 | CCNB1 | MUC4 | DUOX2 | PLAC8 | CDC20 | HIST1H1C | FAM3D | PCCA | RAB27A | TACSTD2 | MKI67 | PREX1 | CEACAM1 | XBP1 | CDHR5 | SOX9 | MUC13 | RPLP1 | B3GNT7 | ATP1B1 | NPM1 | SERPINA1 | XBP1 | KLK1 | HSPA1A | DNAJB1 | MT1H | SLC12A2 | SYTL2 | PERP | SLC12A2 | S100A4 | S100A10 | SERPINA1 | |||
| 11 | IFI27 | SLC26A3 | TUBB | KLF5 | PLAC8 | FABP1 | HELLS | IFI27 | AGR2 | S100A4 | SERPINA1 | PHLDA2 | PPP1R15A | AZGP1 | SGK1 | KLK1 | FXYD3 | PTMS | SAMD9 | S100A4 | PCK1 | EPCAM | RPLP1 | AGR2 | KIAA1324 | AGR2 | EGR1 | EGR1 | RPLP1 | VMP1 | PTMS | TXN | CNN3 | CDH17 | BCAS1 | ||||
| 12 | MUC12 | MT-ND5 | NPM1 | VMP1 | DST | IFI27 | CLSPN | MUC13 | NUPR1 | S100A11 | CD177 | ZFAS1 | HIST1H2AH | KRT18 | PI3 | NUPR1 | PCK1 | TGFBI | DHRS9 | PABPC1 | CDKN2B-AS1 | LGALS3 | HSP90AB1 | XBP1 | MUC2 | XBP1 | JUNB | HIST1H4C | AGR2 | XBP1 | RPLP1 | NPM1 | RPS27A | AGR3 | IGKC | ||||
| 13 | TSPAN1 | LGALS4 | RPS27A | IGLC3 | CDHR5 | FXYD3 | HMMR | TMPRSS2 | TXN | PTMS | SMIM14 | DSP | ZFP36L2 | GNAI2 | FABP1 | RASD1 | SLC4A4 | SLC12A2 | S100A6 | NAP1L1 | PHGR1 | SLPI | H2AFZ | WFDC2 | SPINK1 | KIAA1324 | HIST1H4C | HSP90AA1 | XBP1 | SERPINA1 | IGFBP2 | CD24 | PERP | SLPI | MT-ND4L | ||||
| 14 | PIGR | CEACAM7 | PCNA | TXNIP | PRSS3 | PTTG1 | MDK | SLPI | ZFAS1 | TSPAN1 | SOX9 | MAFB | HEPACAM2 | S100A10 | LYZ | MT-ATP8 | CNN3 | FAM3D | CD9 | CES2 | PERP | NAP1L1 | NUPR1 | TSPAN13 | CLCA1 | DNAJB1 | HES1 | RPS12 | ATP2A3 | CD81 | KLF5 | IGFBP2 | KRT19 | ATP2A3 | |||||
| 15 | KRT19 | MT2A | IGFBP2 | DDX60 | TSPAN1 | SMC4 | NEAT1 | CES2 | TXN | B3GNT6 | CEACAM6 | FOSB | CMYA5 | SDCBP2 | CLCA1 | MT2A | DPEP1 | SYTL2 | SOX9 | KRT19 | KRT19 | S100P | RASD1 | FAM3D | ATOH1 | BTG1 | HEXIM1 | LYZ | VPS13C | HSP90AA1 | MARCKSL1 | RPS12 | FAM3D | ST6GALNAC1 | |||||
| 16 | KRT20 | GUCA2A | CENPF | SAMD9 | SGK1 | HSPD1 | SPATS2L | MT1E | NAP1L1 | GPR153 | NPTX2 | CENPF | CCSER1 | TSPAN1 | WFDC2 | LGALS4 | ZFAS1 | S100P | NPM1 | FABP1 | KRT8 | FTL | CPE | CREB3L1 | B3GNT6 | SOX4 | HES6 | NXPE4 | SLC12A2 | LCN2 | SOX9 | CD24 | NUPR1 | ||||||
| 17 | TMEM54 | SLC4A4 | TPX2 | TSPAN1 | MT-ND4L | ASPM | SGK1 | ADH1C | PABPC1 | REP15 | GPRC5A | DNAJB1 | FYB1 | CDHR5 | SPDEF | MT1E | NAP1L1 | PLAC8 | RPS27 | SLC26A3 | ANXA2 | TXN | SPDEF | CPE | MLPH | IER3 | RPS27 | ITPR2 | PRDX4 | CD81 | S100A6 | TFF1 | |||||||
| 18 | ISG15 | MT1E | PTMS | TMPRSS2 | MDK | PCNA | EMP1 | TSPAN8 | YBX3 | FER1L6 | YBX3 | IER5 | PLCG2 | PRSS3 | AGR2 | C10orf99 | S100A4 | IFI27 | SLC2A1 | PLA2G2A | ACTB | S100A4 | FAM3D | FCGBP | ERN2 | CEBPB | RPS27A | LYZ | HSPH1 | LDHB | SRI | GPR153 | |||||||
| 19 | CDHR5 | MUC12 | HMMR | HIST1H1C | CDHR5 | ATAD2 | SDCBP2 | PCK1 | LGALS1 | SDR16C5 | ZBTB20 | TSC22D3 | ALOX5 | FXYD3 | FOSB | MUC12 | CD81 | AGR2 | PTMS | FXYD3 | CDH17 | PTMS | B3GNT6 | REP15 | ATP2A3 | IGKC | MARCKSL1 | ERN2 | YBX3 | HSPD1 | KLF5 | SMIM14 | |||||||
| 20 | PI3 | CDHR5 | NAP1L1 | MUC12 | CD177 | TK1 | SAMD9 | LCN2 | HSPD1 | BCAS1 | RPS27A | EGR1 | TUBA1A | SAMD9 | HSPA1A | HSD11B2 | NPM1 | SERPINA1 | IGFBP2 | MT-ND5 | TSPAN8 | YBX3 | LYZ | B3GNT6 | LYZ | MAFB | FOSB | CLCA1 | CD9 | PMEPA1 | S100A11 | XBP1 | |||||||
| 21 | PRSS3 | PIGR | CKS2 | MT-ATP8 | HPGD | CDCA7 | CDHR5 | LGALS4 | IFITM3 | DISP2 | S100A16 | BTG1 | KCNQ4 | EMP1 | L1TD1 | PIGR | PMEPA1 | SMIM14 | PHLDA2 | C10orf99 | CD9 | S100A11 | ATOH1 | SSR4 | RASD1 | BTG2 | TMSB10 | SYNE2 | SOX9 | ZBTB20 | SPINK5 | TXNIP | |||||||
| 22 | SGK1 | MT1M | KPNA2 | HPGD | MUC12 | TUBB | CEACAM1 | SPINK1 | H2AFZ | KLF4 | S100A14 | AL031777.3 | IGSF3 | PHGR1 | MLPH | MT1G | TMEM47 | SH3BGRL3 | CD81 | CDHR5 | TMSB4X | TMSB4X | FAM177B | FMOD | NUPR1 | IER5 | HSP90AA1 | GALNT5 | TMSB10 | RPLP1 | KRT8 | RAB27A | |||||||
| 23 | S100A10 | LGALS3 | MAD2L1 | SDCBP2 | PKIB | KPNA2 | TNFSF10 | GPX2 | PRDX4 | CTSE | HSP90AB1 | HIST1H1E | LPIN1 | TMPRSS2 | BTG2 | LDHB | CEACAM6 | YBX3 | SLPI | SDCBP2 | PRDX4 | MLPH | SMIM14 | MUC4 | NRARP | IGFBP2 | L1TD1 | DSTN | NPM1 | TMSB4X | IGLC2 | ||||||||
| 24 | TSPAN8 | KRT8 | HSP90AA1 | BIRC3 | SMIM22 | KIF20B | GPA33 | GLUL | COTL1 | MUC13 | RPS12 | IGHA1 | PSTPIP2 | MUC12 | KIAA1324 | GPX2 | SPATS2L | GPX2 | NXPE4 | S100A11 | TK1 | KIAA1324 | FAM177B | VPS13C | HIST1H2BG | HSP90B1 | MUC4 | MYC | KCNQ1OT1 | ACTB | SPDEF | ||||||||
| 25 | LGALS3 | SGK1 | SMC4 | CD177 | TNFSF10 | DPEP1 | DHRS9 | PPP1R12B | TMSB4X | REG4 | CD81 | SRGN | RASSF6 | PKIB | ATOH1 | IGFBP2 | MLPH | S100A11 | MUC12 | CEACAM1 | RPS27 | CDC42EP5 | LYZ | SPDEF | IGHG4 | SOX4 | NPTX2 | PROX1 | EPCAM | ERN2 | |||||||||
| 26 | GPA33 | SELENOP | HMGB2 | MDK | TMEM54 | CENPE | DUOXA2 | CD24 | BEX3 | TP53INP1 | PMEPA1 | RNF213 | DKK3 | TMEM54 | ATP2A3 | RPS27 | LGALS3 | HSPH1 | LGALS3 | CEACAM7 | TMSB10 | CLCA1 | FOS | L1TD1 | TCIM | KCNQ1OT1 | GPX2 | ZFAS1 | CES2 | IGHA1 | |||||||||
| 27 | SMIM22 | PRSS3 | TK1 | SLC17A4 | SDCBP2 | HIST1H1B | TRIM31 | LGALS3 | ACTB | ITLN1 | RPLP1 | CEBPB | PRNP | KRT19 | TCIM | HSPD1 | SAT1 | MYC | VSIG2 | S100P | ZFAS1 | SMIM14 | SPDEF | WFDC2 | CLCA1 | IFITM3 | GPX2 | ATP1B1 | DISP2 | ||||||||||
| 28 | KRT8 | TMEM54 | DUT | SPATS2L | TMEM37 | HIST1H1E | BIRC3 | AKR1C3 | DSTN | SPINK4 | FOXQ1 | HIST1H2BG | DPYSL3 | MISP | IGKC | BEX3 | TXNIP | FOXQ1 | SPINK5 | LINC01559 | CD81 | GSN | NUPR1 | SYTL2 | HSPA5 | SLC12A2 | CA12 | MUC4 | |||||||||||
| 29 | MISP | PLAC8 | HSPH1 | SMPDL3A | RHOC | LDHB | ISG20 | RPS4Y1 | CD81 | KLK1 | HSPD1 | IER3 | MARCKSL1 | RHOC | ERN2 | PABPC1 | FXYD3 | TMSB10 | LGALS2 | PLOD2 | BIRC5 | TPSG1 | ANXA13 | SMIM14 | ZFAS1 | RPS27 | B3GNT7 | ANKRD36C | |||||||||||
| 30 | RHOC | PCK1 | KIF20B | NEAT1 | GPA33 | HMGB2 | SMPDL3A | NFIB | HSP90AA1 | SAMD9 | TMSB10 | AL355075.4 | RUNX1 | CA2 | JCHAIN | PROX1 | CDC42EP3 | ASCL2 | GOLM1 | SDCBP | CD9 | CREB3L1 | AGR3 | ANO7 | TXN | ITPR2 | APP | ||||||||||||
| 31 | S100A6 | AOC1 | FABP5 | SLC9A3 | FTH1 | EREG | TYMP | MUC4 | VIM | DHRS9 | HSPA5 | NRARP | SNORC | SMIM22 | JUN | ZBTB20 | DST | PRDX4 | MT-ATP8 | PI3 | GPX2 | FOS | AQP3 | NXPE4 | RPS27 | SOX4 | DUOX2 | ||||||||||||
| 32 | CDKN2B-AS1 | CD177 | BRCA2 | GPA33 | SMPDL3A | HSP90AB1 | RSAD2 | HSPA1A | SSR4 | GALNT5 | HSPH1 | HSP90AA1 | EIF1B | GPA33 | MUC4 | CD9 | NUPR1 | S100A14 | CTSS | S100A14 | DSTN | FMOD | LGALS4 | GALNT5 | HIST1H4C | PDZK1IP1 | |||||||||||||
| 33 | ATP1B3 | LGALS2 | GMNN | PDE9A | TXNIP | PTMS | LMO7 | C10orf99 | PERP | CPE | EFNB2 | IGLC2 | HIST1H4C | ATP1B3 | FOS | ITPR2 | TM4SF5 | S100P | TSC22D1 | TINAGL1 | CD24 | MUC4 | SH3BGRL3 | SYNE2 | PHLDA2 | TMEM176B | |||||||||||||
| 34 | PKIB | C10orf99 | CDC20 | LPIN2 | MISP | UBE2C | SLC40A1 | NFKBIZ | S100P | TXNIP | FLNA | BTG2 | SOX4 | CKB | NR4A1 | MARCKSL1 | GLUL | HSPA5 | MT1E | DUOX2 | S100A14 | SYTL2 | ATOH1 | HEPACAM2 | FOXQ1 | MUC4 | |||||||||||||
| 35 | HPGD | MT-ATP8 | SMC2 | SMCHD1 | PDE9A | FN1 | MISP | SPINK5 | SEPT7 | ENTPD8 | DSTN | PMAIP1 | IL17RB | CEACAM6 | FAM3D | NPTX2 | EPCAM | EREG | AOC1 | S100A16 | PTTG1 | HEPACAM2 | RASD1 | BIRC5 | TXN | ||||||||||||||
| 36 | AOC1 | SMIM22 | PRDX4 | CDHR2 | SLC9A3 | MYC | MUC12 | TMEM176B | ANXA2 | TPM1 | CCND1 | AL137077.2 | SPTLC2 | SLC6A8 | KLF4 | PCSK1N | SLC12A2 | MT1M | S100A4 | FERMT1 | LGALS4 | NUCB2 | PABPC1 | CTSE | |||||||||||||||
| 37 | CEACAM1 | PKIB | LMNB1 | TMEM37 | FCGRT | HIST1H4C | SLC9A3 | SELENBP1 | TUBB | VSIG2 | S100P | HIST1H2BH | PNRC1 | CLDN3 | SYTL2 | FOXQ1 | HSP90AA1 | ID1 | PHLDA2 | PHLDA2 | ATP2A3 | CDC42EP5 | CNN3 | S100A16 | |||||||||||||||
| 38 | MDK | PI3 | CDCA7 | TRIM31 | CDA | SOX4 | DST | FOXP1 | S100A10 | LYZ | IFITM3 | JUNB | PROX1 | LGALS3 | IER3 | GPR155 | IFITM3 | CD24 | SLC40A1 | HSP90AA1 | TSPAN13 | SLC12A2 | EREG | TMEM54 | |||||||||||||||
| 39 | SLC4A4 | S100A6 | PBK | TNFSF10 | CA2 | KCNQ1OT1 | IFI6 | SRI | LCN2 | FOXA3 | CNN3 | Z93241.1 | PTPN18 | MUC13 | IGHA1 | KCNQ1OT1 | DSP | CA12 | CD24 | LGALS3 | MUC5B | TPSG1 | TGFBI | TFF1 | |||||||||||||||
| 40 | LGALS4 | TSPAN1 | ATAD5 | MISP | SPATS2L | CDHR2 | APP | S100A14 | FAM177B | TIMP1 | GADD45B | PTMS | AOC1 | SSR4 | PRDX4 | TGFBI | MT1G | PKIB | TUBA1B | FAM107B | KLK11 | MAD2L1 | CTSS | ||||||||||||||||
| 41 | SH3BGRL3 | KRT20 | CCNB2 | IFI27 | CA1 | SLC6A8 | RARRES1 | FABP5 | AGR2 | NPM1 | JCHAIN | FGFR4 | ATP1B1 | IGHA2 | PSTPIP2 | CXCL3 | LAMA3 | PCNA | KLF4 | ALDH1A1 | TK1 | MUC12 | |||||||||||||||||
| 42 | SDCBP2 | MT1G | CD81 | MUC13 | CDKN2B-AS1 | TMEM37 | NFIA | S100A6 | TM4SF5 | NAP1L1 | RHOB | TRAF5 | FTH1 | DSP | CD24 | SRI | PABPC1 | HSPA1A | FKBP11 | BEX3 | PPP1R12B | ||||||||||||||||||
| 43 | MYLK | HSD11B2 | RPS12 | IGLC3 | CLDN3 | HPGD | TSPAN13 | GPX2 | NUPR1 | SDC4 | KCNQ1OT1 | TMSB10 | KRT8 | HSPH1 | FTL | SFN | SCD | RAB27A | HSPA1A | FABP5 | NFIB | ||||||||||||||||||
| 44 | SLC9A3 | CES2 | UBE2C | TMPRSS2 | ATP1B1 | CA12 | ASCL2 | S100P | KRT18 | HSPA1A | RNF213 | SH3BGRL3 | SMARCA1 | TM4SF1 | FHL2 | S100A16 | ALDH1A1 | FOXP1 | AREG | GPA33 | |||||||||||||||||||
| 45 | TMEM37 | GPA33 | CACYBP | PCK1 | DDX60 | KCTD12 | MARCKSL1 | MCF2L | KRT19 | DDIT4 | SOX9 | SRI | IFITM3 | DSTN | PDZK1IP1 | S100A10 | MT1G | KLF4 | PTTG1 | LEFTY1 | |||||||||||||||||||
| 46 | SRI | TSC22D1 | UBE2S | ATP1B3 | LPIN2 | ZFP36L2 | TUBA1B | CREB3L1 | TMEM47 | VEGFA | HCK | DST | SOX4 | DDIT4 | LAMC2 | TOP2A | ERN2 | RPS4Y1 | FERMT1 | NXPE4 | |||||||||||||||||||
| 47 | MEP1A | IFI27 | NUSAP1 | MEP1A | TIMP2 | CREB3L1 | CD9 | ST6GALNAC1 | SERPINB5 | CITED2 | PSAP | NEAT1 | CD99 | FERMT1 | PCCA | CKB | ENTPD8 | RAB27A | FTL | CDC42EP5 | |||||||||||||||||||
| 48 | SAMD9 | S100A10 | DLGAP5 | SAMD9 | CLDN4 | HMGCS2 | SRGN | NEAT1 | CXCL3 | TCIM | AL355075.4 | S100A6 | FTL | DPEP1 | TRIM31 | DUT | TFF1 | MLPH | TOP2A | FXYD3 | |||||||||||||||||||
| 49 | TSC22D1 | VSIG2 | HIST1H4C | SLC17A4 | CEACAM6 | CDC42EP5 | HLA-DPA1 | PLAC8 | KRT20 | SH2D7 | MT2A | ACTN1 | ANXA2 | SLC6A8 | HIST1H4C | TCIM | FOSB | COTL1 | VSIG2 | ||||||||||||||||||||
| 50 | AQP8 | SRI | CNN3 | SLC51B | CD177 | LGALS2 | FTH1 | ATP2A3 | EMP1 | COL27A1 | BEST4 | TMSB10 | PMEPA1 | EFNB2 | TUBB | FOXA3 | RAP1GAP | DSP | OLFM4 | ||||||||||||||||||||
| 51 | SMPDL3A | CDC42EP5 | ATAD2 | RARRES3 | GPRC5A | CDH17 | ANXA5 | PHGR1 | IGFBP2 | ATP2A3 | ETS2 | TXN | FABP1 | LCN2 | SSR4 | ERN2 | S100A4 | TSPAN13 | |||||||||||||||||||||
| 52 | CLDN3 | MT1F | HELLS | ENTPD8 | SAT1 | MT1M | TIMP1 | ID3 | LDHB | PTGS1 | DSTN | CXCL2 | RHOC | FOSB | ATP2A3 | MARCKSL1 | S100A14 | ||||||||||||||||||||||
| 53 | TMPRSS2 | MISP | RPLP1 | SECTM1 | TFF1 | RARRES2 | HLA-DRA | RASD1 | NDUFA4L2 | RBM38 | HSPA5 | CCND1 | ATP1B3 | WNK4 | LEFTY1 | TUBA1B | REG4 | ||||||||||||||||||||||
| 54 | CD177 | MT-ND4L | MKI67 | LPIN2 | PRSS3 | TMEM176A | HLA-DPB1 | HEPACAM2 | PMAIP1 | ZFHX3 | PHLDA1 | GDF15 | S100A6 | ANO7 | GLUL | CACYBP | PLAC8 | ||||||||||||||||||||||
| 55 | CKB | MT1H | IFITM3 | S100A10 | IFIT1 | SNORC | MUC4 | TXN | B4GALNT4 | MYC | CXCL1 | LCN2 | RAP1GAP | MATN2 | ACTN1 | S100P | |||||||||||||||||||||||
| 56 | HIST1H1C | MT1X | LYAR | MXD1 | GSN | ZFP36L1 | CDC42EP5 | COL6A1 | TLE4 | YBX3 | MARCKSL1 | LMO7 | BCAS1 | NR2F2 | SMC2 | TSPAN1 | |||||||||||||||||||||||
| 57 | PIM1 | ASPM | SH3BGRL3 | EPCAM | DMBT1 | S100A6 | TGFBI | IGKC | CD24 | KCNQ1OT1 | PMEPA1 | IER3 | IDI1 | ASCL2 | CREB3L1 | ||||||||||||||||||||||||
| 58 | SLC51B | SLC12A2 | DST | RARRES3 | CTSS | SPATS2L | MAP1B | ARRDC3 | FERMT1 | AREG | SLC26A3 | CD74 | AC005833.1 | PCNA | GRN | ||||||||||||||||||||||||
| 59 | CDA | KIF11 | CLDN4 | CDA | VSIG2 | FXYD3 | AKAP12 | PBXIP1 | HSP90AA1 | HSPA1B | SDC4 | SPINK1 | FAM107B | GDF15 | IER3 | ||||||||||||||||||||||||
| 60 | EMP1 | GPX2 | FBXO32 | SMIM22 | FOS | SELENOP | MYC | ITPR2 | S100A11 | HES1 | ADIRF | NXPE4 | TPM1 | CMC1 | CD9 | ||||||||||||||||||||||||
| 61 | PDE9A | TXN | SMCHD1 | SECTM1 | HIF1A | CKB | TGFBR2 | CD300LF | TFDP2 | EGR1 | PRSS3 | SH3BGRL3 | L1TD1 | SYAP1 | AKR1B10 | ||||||||||||||||||||||||
| 62 | MX1 | CCNA2 | KRT20 | SLC17A4 | ANXA2 | TSPAN13 | ACTN1 | KIT | TESC | LCN2 | DSP | TACC1 | MYADM | CDC20 | CA2 | ||||||||||||||||||||||||
| 63 | SFN | BEX3 | SLC4A4 | RHOC | PDZK1IP1 | LGALS4 | CD24 | ZFAND5 | HES6 | CCL20 | ASS1 | BEST2 | WNK4 | DUT | PI3 | ||||||||||||||||||||||||
| 64 | DDX60 | YBX3 | TRIM31 | PKIB | S100A11 | ELF3 | HSP90AA1 | GRK5 | TIMP1 | FTH1 | HSD11B2 | MUC5B | FN1 | ID1 | |||||||||||||||||||||||||
| 65 | MXD1 | PERP | MT-ATP8 | PLOD2 | IVNS1ABP | DST | SDCBP | MTSS1 | SPINK1 | KRT18 | KRT18 | IL13RA1 | TMEM47 | PALLD | |||||||||||||||||||||||||
| 66 | IVNS1ABP | CMC1 | CEACAM1 | XAF1 | MUC12 | TPSG1 | S100A10 | UTRN | COTL1 | MUC13 | VPS13C | CLCA1 | TUBB | MUC5B | |||||||||||||||||||||||||
| 67 | CTSZ | DSTN | AC023157.3 | TXNIP | PLCB4 | GLUL | PRDX4 | MATK | CMC1 | SAT1 | GLUL | KRT18 | PMEPA1 | TSC22D1 | |||||||||||||||||||||||||
| 68 | FTH1 | HSPA5 | TSPAN8 | LAMA3 | S100A10 | SH3BGRL3 | LAMC2 | TREH | TUBA1A | FXYD3 | S100P | NXPE4 | DPEP1 | TMEM176A | |||||||||||||||||||||||||
| 69 | EFNA1 | HES6 | PIGR | TMC5 | ELF3 | SPDEF | ACTB | BTG2 | HES1 | MISP | BTG2 | GPRIN3 | ATAD5 | GALNT5 | |||||||||||||||||||||||||
| 70 | SLC6A8 | SEPT7 | CAMK2N1 | DUSP6 | S100A16 | F3 | KRT8 | NCMAP | TXN | CKB | MCF2L | FOXA3 | CDCA7 | BHLHE40 | |||||||||||||||||||||||||
| 71 | FUCA1 | SCD | IVNS1ABP | MX1 | TMSB10 | ATOH1 | HSPB1 | PLEKHB1 | CCND1 | DSTN | NR4A1 | TFF1 | S100A11 | CAPG | |||||||||||||||||||||||||
| 72 | MUC13 | FERMT1 | ABCB1 | MXD1 | ID2 | ADM | RPS27 | PGGHG | AREG | CAMK2N1 | VSIG2 | TACC1 | HSP90B1 | ELF3 | |||||||||||||||||||||||||
| 73 | C10orf99 | ACTN1 | RNASE1 | FCGRT | CAMK2N1 | ANO7 | PTMS | DSP | ZFHX3 | CLDN3 | TPM1 | MT1G | KIF20B | EPAS1 | |||||||||||||||||||||||||
| 74 | TNFSF10 | AURKB | SRI | PDZK1IP1 | EPCAM | DUSP1 | CXCL1 | ERO1B | SSR4 | IFI27 | SELENOK | TGIF1 | HELLS | GLUL | |||||||||||||||||||||||||
| 75 | SPATS2L | NPTX2 | SFN | IFIT3 | RPS27 | PTGER4 | PHLDA1 | SEC11C | S100A14 | TSPAN1 | MT1E | IRS2 | S100A16 | SLC4A4 | |||||||||||||||||||||||||
| 76 | DHRS9 | NUF2 | MEP1A | FOSB | CLDN4 | TINAGL1 | ANXA13 | PIK3R1 | SCD | JUNB | RARRES1 | HES6 | TMC5 | ||||||||||||||||||||||||||
| 77 | TMSB4X | CD9 | ATP1B3 | MT2A | IFI27 | FTL | DNAJA1 | PHLDA2 | DST | MT2A | ANXA5 | CEACAM6 | CAMK2N1 | ||||||||||||||||||||||||||
| 78 | CAMK2N1 | EREG | PDE9A | MT1G | TIMP1 | RND3 | POU2F3 | CEACAM6 | SMIM22 | JUN | SDR16C5 | BRCA2 | AKR1C3 | ||||||||||||||||||||||||||
| 79 | CDC42EP5 | NCAPG | FBXO32 | MT1X | DDX60 | CLIC3 | JUN | SLC2A1 | MDK | IER2 | ATF3 | ENC1 | EFNB2 | ||||||||||||||||||||||||||
| 80 | SELENBP1 | CLSPN | RHOF | IGLC2 | SELENOK | NAMPT | RPS27 | CCND2 | ID1 | IGLC3 | SELENOK | CKS2 | SLC40A1 | ||||||||||||||||||||||||||
| 81 | FCGRT | COTL1 | EFNA1 | ARL14 | LCN2 | SPIB | TRAF5 | VEGFA | IGHA1 | APP | CCNB1 | SFN | |||||||||||||||||||||||||||
| 82 | SLC40A1 | DPEP1 | PIM1 | UGCG | PABPC1 | TPM1 | SCD | CCL20 | SELENOM | SOX4 | DSTN | ||||||||||||||||||||||||||||
| 83 | PDK4 | PLK1 | FXYD3 | HSPA2 | ECM1 | LIPG | RHOB | ENTPD8 | SLC2A1 | GPRC5A | |||||||||||||||||||||||||||||
| 84 | CEACAM6 | TMSB10 | ABCB1 | AGR3 | ENC1 | CHD3 | EREG | NEURL1 | SPINK1 | HLA-DRA | |||||||||||||||||||||||||||||
| 85 | FKBP5 | ASCL2 | ADM | XBP1 | COTL1 | PCLO | GDF15 | GSN | SMC4 | IFI27 | |||||||||||||||||||||||||||||
| 86 | SLC26A2 | ANLN | FTH1 | SARAF | DDIT4 | PIK3CG | ZFP36L2 | CDC42EP3 | CD24 | SERPINB5 | |||||||||||||||||||||||||||||
| 87 | TMEM176A | SGO2 | KRT20 | JUNB | TMSB4X | VEGFA | EGR1 | NR4A1 | S100A14 | MUC13 | |||||||||||||||||||||||||||||
| 88 | EPCAM | AURKA | FAM43A | LGALS3 | IDS | AVIL | CXCL3 | F3 | TIMP1 | FOS | |||||||||||||||||||||||||||||
| 89 | VSIG2 | CEP55 | TSPAN8 | SAT1 | EREG | ELF3 | HERPUD1 | LYAR | ATP2A3 | ||||||||||||||||||||||||||||||
| 90 | SLC17A4 | GTSE1 | XDH | RHOC | CD44 | MCL1 | IER3 | HES1 | DMBT1 | ||||||||||||||||||||||||||||||
| 91 | CES2 | FOXQ1 | LINC01559 | TNFSF10 | GPX2 | GRASP | TM4SF5 | CCNB2 | SELENBP1 | ||||||||||||||||||||||||||||||
| 92 | ATP1B1 | PPIF | HLA-DRB1 | KRT20 | SYAP1 | FURIN | GALNT5 | SCD | IRS2 | ||||||||||||||||||||||||||||||
| 93 | TXNIP | CENPE | TGM2 | MXD1 | LINC01559 | FBXO32 | CD74 | KPNA2 | GPX2 | ||||||||||||||||||||||||||||||
| 94 | CLDN4 | MARCKSL1 | PIGR | FAM107B | LMO7 | RGS13 | MT1E | GMNN | C10orf99 | ||||||||||||||||||||||||||||||
| 95 | XAF1 | BUB1 | FOSL2 | LITAF | SOX4 | BTG1 | HES6 | CENPF | SDCBP2 | ||||||||||||||||||||||||||||||
| 96 | NEAT1 | GLA | GRN | ERN2 | LAMA3 | TIMP1 | PTGER4 | RND3 | HSD11B2 | ||||||||||||||||||||||||||||||
| 97 | ACTB | SYAP1 | ABCG2 | CEACAM6 | DPEP1 | FTL | INSIG1 | CCND1 | LTBP4 | ||||||||||||||||||||||||||||||
| 98 | HSD17B2 | CDK1 | AOC1 | JUN | TNFSF15 | IFI6 | TCIM | SEPT7 | UBE2J1 | ||||||||||||||||||||||||||||||
| 99 | AC023157.3 | AREG | LAMC2 | GPA33 | SAT1 | TET2 | UBE2J1 | ANXA2 | MISP | ||||||||||||||||||||||||||||||
| 100 | TMEM176B | S100A4 | FGL2 | CDHR5 | RHOB | HIP1R | S100P | LMNB1 | HIF1A |